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| eigenvalue | Varianza(%) | Varianza_acumulada(%) | |
|---|---|---|---|
| Dim.1 | 2.4617204 | 22.379276 | 22.37928 |
| Dim.2 | 1.8176773 | 16.524339 | 38.90362 |
| Dim.3 | 1.3660444 | 12.418586 | 51.32220 |
| Dim.4 | 1.0954300 | 9.958455 | 61.28066 |
| Dim.5 | 0.9630787 | 8.755261 | 70.03592 |
| Dim.6 | 0.7610772 | 6.918883 | 76.95480 |
| Dim.7 | 0.7009821 | 6.372564 | 83.32737 |
| Dim.8 | 0.5873901 | 5.339910 | 88.66727 |
| Dim.9 | 0.4932310 | 4.483918 | 93.15119 |
| Dim.10 | 0.4192509 | 3.811372 | 96.96256 |
| Dim.11 | 0.3341179 | 3.037435 | 100.00000 |
| Dim.1 | Dim.2 | Dim.3 | Dim.4 | Dim.5 | |
|---|---|---|---|---|---|
| Age | 3.1218612 | 1.3524742 | 20.2942490 | 8.2501905 | 20.2651140 |
| ALB | 19.7965348 | 3.1421703 | 8.3257415 | 2.2799606 | 3.1052366 |
| ALP | 3.4172926 | 16.7664193 | 13.1876036 | 6.1106804 | 0.1512957 |
| ALT | 0.3765221 | 18.8413903 | 1.5758660 | 7.8010735 | 30.0276532 |
| AST | 13.6010029 | 8.0193009 | 15.0365244 | 2.9821453 | 0.0130968 |
| BIL | 11.6874143 | 0.0018451 | 8.4922394 | 0.6616438 | 24.4104510 |
| CHE | 17.3078777 | 9.2711447 | 1.9590093 | 0.1981358 | 1.4800628 |
| CHOL | 8.1937629 | 9.9384921 | 11.7619771 | 2.0168415 | 9.4439781 |
| CREA | 0.4213311 | 0.5841866 | 1.2878061 | 68.1197549 | 0.6664951 |
| GGT | 12.0616201 | 22.2946873 | 0.0827347 | 1.0487663 | 0.0994636 |
| PROT | 10.0147803 | 9.7878893 | 17.9962488 | 0.5308073 | 10.3371533 |
| 0 | 1 | |
|---|---|---|
| Prediction | ||
| 0 | 162 | 0 |
| 1 | 0 | 23 |
| 0 | 1 | |
|---|---|---|
| Prediction | ||
| 0 | 162 | 0 |
| 1 | 0 | 23 |
| 0 | 1 | |
|---|---|---|
| Prediction | ||
| 0 | 161 | 7 |
| 1 | 1 | 16 |
| 0 | 1 | |
|---|---|---|
| Prediction | ||
| 0 | 162 | 1 |
| 1 | 0 | 22 |
| 1 | 2 | 3 | |
|---|---|---|---|
| Prediction | |||
| 1 | 4 | 2 | 0 |
| 2 | 4 | 4 | 1 |
| 3 | 0 | 1 | 8 |
| 1 | 2 | 3 | |
|---|---|---|---|
| Prediction | |||
| 1 | 4 | 2 | 0 |
| 2 | 1 | 3 | 2 |
| 3 | 3 | 2 | 7 |
| 1 | 2 | 3 | |
|---|---|---|---|
| Prediction | |||
| 1 | 2 | 0 | 0 |
| 2 | 6 | 7 | 1 |
| 3 | 0 | 0 | 8 |
| 1 | 2 | 3 | |
|---|---|---|---|
| Prediction | |||
| 1 | 5 | 3 | 0 |
| 2 | 3 | 4 | 2 |
| 3 | 0 | 0 | 7 |
Accuracy Kappa AccuracyLower AccuracyUpper AccuracyNull AccuracyPValue
1 1.0000000 1.0000000 0.9802576 1.0000000 0.8756757 2.155301e-11
2 1.0000000 1.0000000 0.9802576 1.0000000 0.8756757 2.155301e-11
3 0.9567568 0.7763675 0.9165742 0.9811485 0.8756757 1.483984e-04
4 0.9945946 0.9747026 0.9702525 0.9998632 0.8756757 5.876521e-10
McnemarPValue Method
1 NaN RF
2 NaN LOG
3 0.07709987 GNB
4 1.00000000 KNN
Accuracy Kappa AccuracyLower AccuracyUpper AccuracyNull AccuracyPValue
1 0.6666667 0.5000000 0.4467804 0.8436977 0.375 0.0035689912
2 0.5833333 0.3650794 0.3664306 0.7789031 0.375 0.0307271449
3 0.7083333 0.5692308 0.4890522 0.8738479 0.375 0.0009501692
4 0.6666667 0.5025907 0.4467804 0.8436977 0.375 0.0035689912
McnemarPValue Method
1 NaN RF
2 0.3430301 LOG
3 NaN GNB
4 NaN KNN